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class="fa-fw fa-brands fa-cloudsmith"></i><span> 概率图学习</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E9%9D%9E%E5%8F%82%E6%95%B0%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-brands fa-codepen"></i><span> 非参数贝叶斯模型</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E8%A1%A8%E7%A4%BA%E5%AD%A6%E4%B9%A0/"><i class="fa-fw fa-solid fa-cube"></i><span> 表示学习</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E5%8F%AF%E8%A7%A3%E9%87%8A%E6%80%A7/"><i class="fa-fw fa-solid fa-ghost"></i><span> 可解释性</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E9%99%8D%E7%BB%B4/"><i class="fa-fw fa-solid fa-gas-pump"></i><span> 降维</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E8%81%9A%E7%B1%BB/"><i class="fa-fw fa-solid 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href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 变分推断</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%BF%91%E4%BC%BC%E8%B4%9D%E5%8F%B6%E6%96%AF%E8%AE%A1%E7%AE%97/"><i class="fa-fw fa-solid fa-cube"></i><span> 近似贝叶斯计算</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%A8%A1%E5%9E%8B%E6%AF%94%E8%BE%83%E4%B8%8E%E9%80%89%E6%8B%A9/"><i class="fa-fw fa-solid fa-ghost"></i><span> 模型比较与选择</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%B4%9D%E5%8F%B6%E6%96%AF%E4%BC%98%E5%8C%96/"><i class="fa-fw fa-solid fa-gas-pump"></i><span> 贝叶斯优化</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-ghost"></i><span> 不确定性DL</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/BayesNN/%E6%A6%82%E8%A7%88"><i class="fa-fw fa-solid fa-cube"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E5%8D%95%E4%B8%80%E7%A1%AE%E5%AE%9A%E6%80%A7%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 单一确定性神经网络</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/"><i class="fa-fw fa-brands fa-deezer"></i><span> 贝叶斯神经网络</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E6%B7%B1%E5%BA%A6%E9%9B%86%E6%88%90/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 深度集成</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 数据增强</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E5%AF%B9%E6%AF%94%E4%B8%8E%E8%AF%84%E6%B5%8B/"><i class="fa-fw fa-brands fa-deezer"></i><span> 对比与评测</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-map"></i><span> 空间统计</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/GeoAI/%E7%BB%BC%E8%BF%B0%E7%B1%BB/"><i class="fa-fw fa-solid fa-hands-holding"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%82%B9%E5%8F%82%E8%80%83%E6%95%B0%E6%8D%AE/"><i class="fa-fw fa-solid fa-map"></i><span> 点参考数据</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E9%9D%A2%E5%85%83%E6%95%B0%E6%8D%AE/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 面元数据</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%82%B9%E6%A8%A1%E5%BC%8F%E6%95%B0%E6%8D%AE/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 点模式数据</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%A9%BA%E9%97%B4%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%96%B9%E6%B3%95/"><i class="fa-fw fa-solid fa-cube"></i><span> 空间贝叶斯方法</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%A9%BA%E9%97%B4%E5%8F%98%E7%B3%BB%E6%95%B0%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-solid fa-ghost"></i><span> 空间变系数模型</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%A9%BA%E9%97%B4%E7%BB%9F%E8%AE%A1%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"><i class="fa-fw fa-brands fa-deezer"></i><span> 空间统计深度学习</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E6%97%B6%E7%A9%BA%E7%BB%9F%E8%AE%A1%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fas fa-atlas"></i><span> 时空统计模型</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B8%93%E9%A2%98/"><i class="fa-fw fa fa-anchor"></i><span> 大数据专题</span></a></li><li><a class="site-page child" href="/categories/GeoAI/GeoAI/"><i class="fa-fw fa-brands fa-codepen"></i><span> GeoAI</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-database"></i><span> 基础</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E9%AB%98%E7%AD%89%E6%95%B0%E5%AD%A6/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 高等数学</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E6%A6%82%E7%8E%87%E4%B8%8E%E7%BB%9F%E8%AE%A1/"><i class="fa-fw fa-brands fa-deezer"></i><span> 概率与统计</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E7%BA%BF%E4%BB%A3%E4%B8%8E%E7%9F%A9%E9%98%B5%E8%AE%BA/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 线代与矩阵论</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E6%9C%80%E4%BC%98%E5%8C%96%E7%90%86%E8%AE%BA/"><i class="fa-fw fa-brands fa-codepen"></i><span> 最优化理论</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E4%BF%A1%E6%81%AF%E8%AE%BA/"><i class="fa-fw fa-solid fa-cube"></i><span> 信息论</span></a></li><li><a class="site-page child" href="/categories/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%A8%A1%E5%9E%8B/%E6%A6%82%E8%A7%88/"><i class="fa-fw fa-solid fa-ghost"></i><span> 机器学习</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1/"><i class="fa-fw fa-solid fa-globe"></i><span> 知识图谱</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/"><i class="fa-fw fa-solid 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href="https://xishansnow.github.io/ElementsOfStatisticalLearning/index.html"><i class="fa-fw fa-solid  fa-book-atlas"></i><span> 《统计学习精要（ESL）》</span></a></li><li><a class="site-page child" href="https://xishansnow.github.io/spatialSTAT_CN/index.html"><i class="fa-fw fa-solid  fa-layer-group"></i><span> 《空间统计学》</span></a></li><li><a class="site-page child" target="_blank" rel="noopener" href="https://otexts.com/fppcn/index.html"><i class="fa-fw fa-solid  fa-cloud-sun-rain"></i><span> 《预测：方法与实践》</span></a></li><li><a class="site-page child" href="https://xishansnow.github.io/MLAPP/index.html"><i class="fa-fw fa-solid  fa-robot"></i><span> 《机器学习的概率视角（MLAPP）》</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-compass"></i><span> 索引</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/archives/"><i class="fa-fw fa-solid fa-timeline"></i><span> 时间索引</span></a></li><li><a class="site-page child" href="/tags/"><i class="fa-fw fas fa-tags"></i><span> 标签索引</span></a></li><li><a class="site-page child" href="/categories/"><i class="fa-fw fas fa-folder-open"></i><span> 分类索引</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-link"></i><span> 其他</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/link/food/"><i class="fa-fw fas fa-utensils"></i><span> 美食博主</span></a></li><li><a class="site-page child" href="/link/photography"><i class="fa-fw fas fa-camera"></i><span> 摄影大神</span></a></li><li><a class="site-page child" href="/link/paper/"><i class="fa-fw fas fa-book-open"></i><span> 学术工具</span></a></li><li><a class="site-page child" href="/gallery/"><i class="fa-fw fas fa-images"></i><span> 摄影作品</span></a></li><li><a class="site-page child" href="/about/"><i class="fa-fw fas fa-heart"></i><span> 关于</span></a></li></ul></div></div></div></div><div class="page" id="body-wrap"><header class="not-home-page" id="page-header" style="background-image: url('https://xishansnowblog.oss-cn-beijing.aliyuncs.com/images/images/headimage/headimage-06_small.webp')"><nav id="nav"><span id="blog_name"><a id="site-name" href="/">西山晴雪的知识笔记</a></span><div id="menus"><div id="search-button"><a class="site-page social-icon search"><i class="fas fa-search fa-fw"></i><span> 搜索</span></a></div><div class="menus_items"><div class="menus_item"><a class="site-page" href="/"><i class="fa-fw fas fa-home"></i><span> 主页</span></a></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-atom"></i><span> 预测</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E6%A6%82%E8%A7%88/"><i class="fa-fw fa-solid fa-hands-holding"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E5%B9%BF%E4%B9%89%E7%BA%BF%E6%80%A7%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fas fa-atom"></i><span> 广义线性模型</span></a></li><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E9%9D%9E%E5%8F%82%E6%95%B0%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fas fa-cogs"></i><span> 传统非参数模型</span></a></li><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E9%AB%98%E6%96%AF%E8%BF%87%E7%A8%8B/"><i class="fa-fw fas fa-school"></i><span> 高斯过程</span></a></li><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/"><i class="fa-fw fas fa-layer-group"></i><span> 神经网络</span></a></li><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E6%A8%A1%E5%9E%8B%E9%80%89%E6%8B%A9%E4%B8%8E%E5%B9%B3%E5%9D%87/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 模型选择与平均</span></a></li><li><a class="site-page child" href="/categories/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/%E5%B0%8F%E6%A0%B7%E6%9C%AC%E5%AD%A6%E4%B9%A0/"><i class="fa-fw fa-solid fa-globe"></i><span> 小样本学习</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-file-export"></i><span> 生成</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E6%A6%82%E8%A7%88/"><i class="fa-fw fa-solid fa-hands-holding"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E4%BC%A0%E7%BB%9F%E6%A6%82%E7%8E%87%E5%9B%BE%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 传统概率图模型</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E7%8E%BB%E5%B0%94%E5%85%B9%E6%9B%BC%E6%9C%BA/"><i class="fa-fw fa-solid fa-deezer"></i><span> 玻耳兹曼机</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E5%8F%98%E5%88%86%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 变分自编码器</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E8%87%AA%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-brands fa-codepen"></i><span> 自回归模型</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E5%BD%92%E4%B8%80%E5%8C%96%E6%B5%81/"><i class="fa-fw fa-solid fa-cube"></i><span> 归一化流</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E6%89%A9%E6%95%A3%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-solid fa-ghost"></i><span> 扩散模型</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E8%83%BD%E9%87%8F%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-solid fa-gas-pump"></i><span> 能量模型</span></a></li><li><a class="site-page child" href="/categories/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/%E7%94%9F%E6%88%90%E5%BC%8F%E5%AF%B9%E6%8A%97%E7%BD%91%E7%BB%9C/"><i class="fa-fw fa-solid fa-globe"></i><span> 生成式对抗网络</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-magnet"></i><span> 挖掘</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E6%A6%82%E8%A7%88/"><i class="fa-fw fa-solid fa-hands-holding"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E9%9A%90%E5%9B%A0%E5%AD%90%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 隐因子模型</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E7%8A%B6%E6%80%81%E7%A9%BA%E9%97%B4%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-brands fa-deezer"></i><span> 状态空间模型</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E6%A6%82%E7%8E%87%E5%9B%BE%E5%AD%A6%E4%B9%A0/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 概率图学习</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E9%9D%9E%E5%8F%82%E6%95%B0%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-brands fa-codepen"></i><span> 非参数贝叶斯模型</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E8%A1%A8%E7%A4%BA%E5%AD%A6%E4%B9%A0/"><i class="fa-fw fa-solid fa-cube"></i><span> 表示学习</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E5%8F%AF%E8%A7%A3%E9%87%8A%E6%80%A7/"><i class="fa-fw fa-solid fa-ghost"></i><span> 可解释性</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E9%99%8D%E7%BB%B4/"><i class="fa-fw fa-solid fa-gas-pump"></i><span> 降维</span></a></li><li><a class="site-page child" href="/categories/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/%E8%81%9A%E7%B1%BB/"><i class="fa-fw fa-solid fa-cogs"></i><span> 聚类</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-compass"></i><span> 贝叶斯</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E6%A6%82%E8%A7%88/"><i class="fa-fw fa-solid fa-hands-holding"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E6%A6%82%E7%8E%87%E5%9B%BE%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-brands fa-codepen"></i><span> 概率图模型</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%8E%A8%E6%96%AD/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 蒙特卡罗推断</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 变分推断</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%BF%91%E4%BC%BC%E8%B4%9D%E5%8F%B6%E6%96%AF%E8%AE%A1%E7%AE%97/"><i class="fa-fw fa-solid fa-cube"></i><span> 近似贝叶斯计算</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%A8%A1%E5%9E%8B%E6%AF%94%E8%BE%83%E4%B8%8E%E9%80%89%E6%8B%A9/"><i class="fa-fw fa-solid fa-ghost"></i><span> 模型比较与选择</span></a></li><li><a class="site-page child" href="/categories/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/%E8%B4%9D%E5%8F%B6%E6%96%AF%E4%BC%98%E5%8C%96/"><i class="fa-fw fa-solid fa-gas-pump"></i><span> 贝叶斯优化</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-ghost"></i><span> 不确定性DL</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/BayesNN/%E6%A6%82%E8%A7%88"><i class="fa-fw fa-solid fa-cube"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E5%8D%95%E4%B8%80%E7%A1%AE%E5%AE%9A%E6%80%A7%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 单一确定性神经网络</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/"><i class="fa-fw fa-brands fa-deezer"></i><span> 贝叶斯神经网络</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E6%B7%B1%E5%BA%A6%E9%9B%86%E6%88%90/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 深度集成</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 数据增强</span></a></li><li><a class="site-page child" href="/categories/BayesNN/%E5%AF%B9%E6%AF%94%E4%B8%8E%E8%AF%84%E6%B5%8B/"><i class="fa-fw fa-brands fa-deezer"></i><span> 对比与评测</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-map"></i><span> 空间统计</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/GeoAI/%E7%BB%BC%E8%BF%B0%E7%B1%BB/"><i class="fa-fw fa-solid fa-hands-holding"></i><span> 概览</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%82%B9%E5%8F%82%E8%80%83%E6%95%B0%E6%8D%AE/"><i class="fa-fw fa-solid fa-map"></i><span> 点参考数据</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E9%9D%A2%E5%85%83%E6%95%B0%E6%8D%AE/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 面元数据</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%82%B9%E6%A8%A1%E5%BC%8F%E6%95%B0%E6%8D%AE/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 点模式数据</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%A9%BA%E9%97%B4%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%96%B9%E6%B3%95/"><i class="fa-fw fa-solid fa-cube"></i><span> 空间贝叶斯方法</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%A9%BA%E9%97%B4%E5%8F%98%E7%B3%BB%E6%95%B0%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fa-solid fa-ghost"></i><span> 空间变系数模型</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E7%A9%BA%E9%97%B4%E7%BB%9F%E8%AE%A1%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"><i class="fa-fw fa-brands fa-deezer"></i><span> 空间统计深度学习</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E6%97%B6%E7%A9%BA%E7%BB%9F%E8%AE%A1%E6%A8%A1%E5%9E%8B/"><i class="fa-fw fas fa-atlas"></i><span> 时空统计模型</span></a></li><li><a class="site-page child" href="/categories/GeoAI/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B8%93%E9%A2%98/"><i class="fa-fw fa fa-anchor"></i><span> 大数据专题</span></a></li><li><a class="site-page child" href="/categories/GeoAI/GeoAI/"><i class="fa-fw fa-brands fa-codepen"></i><span> GeoAI</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-database"></i><span> 基础</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E9%AB%98%E7%AD%89%E6%95%B0%E5%AD%A6/"><i class="fa-fw fa-solid fa-chart-area"></i><span> 高等数学</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E6%A6%82%E7%8E%87%E4%B8%8E%E7%BB%9F%E8%AE%A1/"><i class="fa-fw fa-brands fa-deezer"></i><span> 概率与统计</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E7%BA%BF%E4%BB%A3%E4%B8%8E%E7%9F%A9%E9%98%B5%E8%AE%BA/"><i class="fa-fw fa-brands fa-cloudsmith"></i><span> 线代与矩阵论</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E6%9C%80%E4%BC%98%E5%8C%96%E7%90%86%E8%AE%BA/"><i class="fa-fw fa-brands fa-codepen"></i><span> 最优化理论</span></a></li><li><a class="site-page child" href="/categories/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/%E4%BF%A1%E6%81%AF%E8%AE%BA/"><i class="fa-fw fa-solid fa-cube"></i><span> 信息论</span></a></li><li><a class="site-page child" href="/categories/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%A8%A1%E5%9E%8B/%E6%A6%82%E8%A7%88/"><i class="fa-fw fa-solid 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href="https://xishansnow.github.io/BayesianAnalysiswithPython2nd/index.html"><i class="fa-fw fa-solid  fa-landmark-dome"></i><span> 《Bayesian Analysis with Python》</span></a></li><li><a class="site-page child" href="https://xishansnow.github.io/BayesianModelingandComputationInPython/index.html"><i class="fa-fw fa-solid  fa-graduation-cap"></i><span> 《Bayesian Modeling and Computation in Python》</span></a></li><li><a class="site-page child" href="https://xishansnow.github.io/ElementsOfStatisticalLearning/index.html"><i class="fa-fw fa-solid  fa-book-atlas"></i><span> 《统计学习精要（ESL）》</span></a></li><li><a class="site-page child" href="https://xishansnow.github.io/spatialSTAT_CN/index.html"><i class="fa-fw fa-solid  fa-layer-group"></i><span> 《空间统计学》</span></a></li><li><a class="site-page child" target="_blank" rel="noopener" href="https://otexts.com/fppcn/index.html"><i class="fa-fw fa-solid  fa-cloud-sun-rain"></i><span> 《预测：方法与实践》</span></a></li><li><a class="site-page child" href="https://xishansnow.github.io/MLAPP/index.html"><i class="fa-fw fa-solid  fa-robot"></i><span> 《机器学习的概率视角（MLAPP）》</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-compass"></i><span> 索引</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/archives/"><i class="fa-fw fa-solid fa-timeline"></i><span> 时间索引</span></a></li><li><a class="site-page child" href="/tags/"><i class="fa-fw fas fa-tags"></i><span> 标签索引</span></a></li><li><a class="site-page child" href="/categories/"><i class="fa-fw fas fa-folder-open"></i><span> 分类索引</span></a></li></ul></div><div class="menus_item"><a class="site-page group hide" href="javascript:void(0);"><i class="fa-fw fas fa-link"></i><span> 其他</span><i class="fas fa-chevron-down"></i></a><ul class="menus_item_child"><li><a class="site-page child" href="/link/food/"><i class="fa-fw fas fa-utensils"></i><span> 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href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E7%A9%BA%E9%97%B4%E6%95%B0%E6%8D%AE%E5%BA%93/" style="font-size: 1.47em; color: rgb(178, 145, 101)">分布式空间数据库</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%A1%AB%E5%85%85%E6%9B%B2%E7%BA%BF/" style="font-size: 1.47em; color: rgb(33, 180, 59)">空间填充曲线</a><a href="/tags/%E5%A4%9A%E7%BB%B4%E7%A9%BA%E9%97%B4%E7%B4%A2%E5%BC%95/" style="font-size: 1.4em; color: rgb(20, 91, 135)">多维空间索引</a><a href="/tags/%E5%85%A8%E6%96%87%E6%95%B0%E6%8D%AE%E5%BA%93/" style="font-size: 1.2em; color: rgb(152, 48, 176)">全文数据库</a><a href="/tags/Lucene/" style="font-size: 1.2em; color: rgb(76, 173, 142)">Lucene</a><a href="/tags/ElasticSearch/" style="font-size: 1.2em; color: rgb(166, 82, 88)">ElasticSearch</a><a href="/tags/%E5%88%97%E6%97%8F%E6%95%B0%E6%8D%AE%E5%BA%93/" style="font-size: 1.2em; color: rgb(177, 83, 177)">列族数据库</a><a href="/tags/GeoMesa/" style="font-size: 1.2em; color: rgb(67, 164, 135)">GeoMesa</a><a href="/tags/HBase/" style="font-size: 1.2em; color: rgb(111, 123, 63)">HBase</a><a href="/tags/Accumulo/" style="font-size: 1.2em; color: rgb(99, 110, 129)">Accumulo</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%88%86%E5%8C%BA/" style="font-size: 1.2em; color: rgb(155, 60, 31)">空间分区</a><a href="/tags/%E6%97%B6%E9%97%B4%E5%88%86%E5%8C%BA/" style="font-size: 1.2em; color: rgb(32, 60, 176)">时间分区</a><a href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E6%A3%80%E7%B4%A2/" style="font-size: 1.2em; color: rgb(181, 117, 9)">分布式检索</a><a href="/tags/Hilbert%E6%9B%B2%E7%BA%BF/" style="font-size: 1.2em; color: rgb(42, 85, 17)">Hilbert曲线</a><a href="/tags/Z%E5%BA%8F%E6%9B%B2%E7%BA%BF/" style="font-size: 1.32em; color: rgb(9, 192, 35)">Z序曲线</a><a href="/tags/Peano%E6%9B%B2%E7%BA%BF/" style="font-size: 1.2em; color: rgb(77, 145, 73)">Peano曲线</a><a href="/tags/%E8%81%9A%E7%B0%87%E6%80%A7/" style="font-size: 1.2em; color: rgb(38, 122, 173)">聚簇性</a><a href="/tags/XZ%E5%BA%8F%E6%9B%B2%E7%BA%BF/" style="font-size: 1.24em; color: rgb(24, 191, 192)">XZ序曲线</a><a href="/tags/%E8%BD%AF%E4%BB%B6%E5%AE%89%E8%A3%85%E4%B8%8E%E4%BD%BF%E7%94%A8/" style="font-size: 1.59em; color: rgb(112, 134, 110)">软件安装与使用</a><a href="/tags/Git/" style="font-size: 1.28em; color: rgb(84, 180, 58)">Git</a><a href="/tags/powershell/" style="font-size: 1.2em; color: rgb(59, 24, 165)">powershell</a><a href="/tags/scoop/" style="font-size: 1.2em; color: rgb(67, 71, 178)">scoop</a><a href="/tags/proxy-%E4%BB%A3%E7%90%86/" style="font-size: 1.2em; color: rgb(97, 15, 88)">proxy 代理</a><a href="/tags/%E8%BD%AF%E4%BB%B6%E5%AE%89%E8%A3%85%E4%B8%8E%E4%BD%BF%E7%94%A8-Apache-Spark/" style="font-size: 1.2em; color: rgb(67, 188, 147)">软件安装与使用 - Apache Spark</a><a href="/tags/%E8%BD%AF%E4%BB%B6%E5%AE%89%E8%A3%85%E4%B8%8E%E4%BD%BF%E7%94%A8-Hexo/" style="font-size: 1.2em; color: rgb(186, 2, 163)">软件安装与使用 - Hexo</a><a href="/tags/Linux/" style="font-size: 1.43em; color: rgb(171, 42, 107)">Linux</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1/" style="font-size: 2.1em; color: rgb(132, 21, 114)">贝叶斯统计</a><a href="/tags/%E7%BB%9F%E8%AE%A1%E6%8E%A8%E6%96%AD/" style="font-size: 1.55em; color: rgb(178, 28, 177)">统计推断</a><a href="/tags/%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%96%B9%E6%B3%95/" style="font-size: 1.36em; color: rgb(16, 187, 65)">蒙特卡洛方法</a><a href="/tags/%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%A8%A1%E6%8B%9F/" style="font-size: 1.2em; color: rgb(103, 175, 153)">蒙特卡洛模拟</a><a href="/tags/%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E7%A7%AF%E5%88%86/" style="font-size: 1.2em; color: rgb(15, 175, 183)">蒙特卡洛积分</a><a href="/tags/MC-%E7%A7%AF%E5%88%86/" style="font-size: 1.2em; color: rgb(8, 165, 175)">MC 积分</a><a href="/tags/%E6%8E%A8%E8%8D%90%E7%AE%97%E6%B3%95/" style="font-size: 1.2em; color: rgb(27, 5, 67)">推荐算法</a><a href="/tags/%E5%8D%8F%E5%90%8C%E8%BF%87%E6%BB%A4/" style="font-size: 1.2em; color: rgb(152, 43, 106)">协同过滤</a><a href="/tags/%E7%BB%BC%E8%BF%B0/" style="font-size: 1.94em; color: rgb(128, 136, 21)">综述</a><a href="/tags/%E5%AD%A6%E6%9C%AF%E7%A0%94%E7%A9%B6/" style="font-size: 1.2em; color: rgb(150, 148, 87)">学术研究</a><a href="/tags/%E5%9F%BA%E6%9C%AC%E6%A6%82%E5%BF%B5/" style="font-size: 1.2em; color: rgb(116, 89, 77)">基本概念</a><a href="/tags/Geographic-Knowledge-Graph/" style="font-size: 1.24em; color: rgb(169, 70, 185)">Geographic Knowledge Graph</a><a href="/tags/Awesome-List/" style="font-size: 1.2em; color: rgb(74, 126, 96)">Awesome List</a><a href="/tags/Geospatial-Sematic/" style="font-size: 1.2em; color: rgb(183, 32, 181)">Geospatial Sematic</a><a href="/tags/%E5%9C%B0%E7%90%86%E7%A9%BA%E9%97%B4%E8%AF%AD%E4%B9%89/" style="font-size: 1.2em; color: rgb(96, 5, 124)">地理空间语义</a><a href="/tags/Sematic-Web/" style="font-size: 1.2em; color: rgb(91, 167, 10)">Sematic Web</a><a href="/tags/%E8%AF%AD%E4%B9%89%E7%BD%91/" style="font-size: 1.2em; color: rgb(77, 38, 2)">语义网</a><a href="/tags/GeoAI/" style="font-size: 1.98em; color: rgb(127, 25, 77)">GeoAI</a><a href="/tags/%E6%9C%AC%E4%BD%93/" style="font-size: 1.32em; color: rgb(126, 92, 102)">本体</a><a href="/tags/%E5%9C%B0%E5%90%8D%E8%AF%8D%E5%85%B8/" style="font-size: 1.2em; color: rgb(178, 139, 181)">地名词典</a><a href="/tags/%E5%9C%B0%E5%90%8D%E8%AF%AD%E4%B9%89%E5%AD%A6/" style="font-size: 1.2em; color: rgb(50, 37, 59)">地名语义学</a><a href="/tags/%E8%AE%A4%E7%9F%A5%E5%9C%B0%E7%90%86/" style="font-size: 1.2em; color: rgb(191, 165, 122)">认知地理</a><a href="/tags/%E5%AE%9A%E6%80%A7%E6%8E%A8%E7%90%86/" style="font-size: 1.2em; color: rgb(34, 130, 75)">定性推理</a><a href="/tags/overview/" style="font-size: 1.2em; color: rgb(120, 72, 125)">overview</a><a href="/tags/Geographic-Information-Retrieval/" style="font-size: 1.2em; color: rgb(31, 123, 93)">Geographic Information Retrieval</a><a href="/tags/%E5%9C%B0%E7%90%86%E5%AE%9A%E4%BD%8D/" style="font-size: 1.2em; color: rgb(41, 141, 133)">地理定位</a><a href="/tags/GeoReferencing/" style="font-size: 1.2em; color: rgb(144, 198, 188)">GeoReferencing</a><a href="/tags/%E5%9C%B0%E7%90%86%E7%BC%96%E7%A0%81%E6%96%B9%E6%B3%95/" style="font-size: 1.2em; color: rgb(100, 130, 7)">地理编码方法</a><a href="/tags/%E5%9C%B0%E7%90%86%E7%A9%BA%E9%97%B4%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/" style="font-size: 1.36em; color: rgb(71, 58, 124)">地理空间人工智能</a><a href="/tags/%E5%9C%B0%E7%90%86%E6%96%87%E6%9C%AC%E8%AF%AD%E4%B9%89%E5%88%86%E6%9E%90/" style="font-size: 1.2em; color: rgb(80, 30, 139)">地理文本语义分析</a><a href="/tags/%E7%81%BE%E5%AE%B3%E7%AE%A1%E7%90%86/" style="font-size: 1.24em; color: rgb(31, 30, 176)">灾害管理</a><a href="/tags/%E7%A9%BA%E9%97%B4%E4%BF%A1%E6%81%AF%E6%8A%BD%E5%8F%96-%E6%97%B6%E9%97%B4%E4%BF%A1%E6%81%AF%E6%8A%BD%E5%8F%96/" style="font-size: 1.24em; color: rgb(83, 41, 49)">空间信息抽取 时间信息抽取</a><a href="/tags/%E5%9C%B0%E7%90%86%E6%96%87%E6%9C%AC/" style="font-size: 1.2em; color: rgb(100, 160, 36)">地理文本</a><a href="/tags/Geoparsing/" style="font-size: 1.2em; color: rgb(143, 173, 197)">Geoparsing</a><a href="/tags/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/" style="font-size: 1.71em; color: rgb(3, 20, 69)">机器学习</a><a href="/tags/%E6%95%B0%E5%80%BC%E4%BC%98%E5%8C%96/" style="font-size: 1.32em; color: rgb(90, 192, 108)">数值优化</a><a href="/tags/%E6%A2%AF%E5%BA%A6%E4%B8%8B%E9%99%8D%E6%B3%95/" style="font-size: 1.24em; color: rgb(194, 101, 193)">梯度下降法</a><a href="/tags/%E7%89%9B%E9%A1%BF%E6%B3%95/" style="font-size: 1.2em; color: rgb(141, 36, 33)">牛顿法</a><a href="/tags/%E6%8B%9F%E7%89%9B%E9%A1%BF%E6%B3%95/" style="font-size: 1.2em; color: rgb(145, 90, 95)">拟牛顿法</a><a href="/tags/%E5%85%B1%E8%BD%AD%E6%A2%AF%E5%BA%A6%E6%B3%95/" style="font-size: 1.2em; color: rgb(185, 32, 174)">共轭梯度法</a><a href="/tags/%E9%9A%8F%E6%9C%BA%E6%A2%AF%E5%BA%A6%E4%B8%8B%E9%99%8D%E6%B3%95/" style="font-size: 1.2em; color: rgb(7, 199, 27)">随机梯度下降法</a><a href="/tags/%E6%89%B9%E9%87%8F%E6%A2%AF%E5%BA%A6%E4%B8%8B%E9%99%8D%E6%B3%95/" style="font-size: 1.2em; color: rgb(76, 65, 19)">批量梯度下降法</a><a href="/tags/%E5%B0%8F%E6%89%B9%E9%87%8F%E6%A2%AF%E5%BA%A6%E4%B8%8B%E9%99%8D%E6%B3%95/" style="font-size: 1.2em; color: rgb(170, 68, 123)">小批量梯度下降法</a><a href="/tags/%E5%8A%A8%E9%87%8F%E6%B3%95/" style="font-size: 1.2em; color: rgb(24, 50, 162)">动量法</a><a href="/tags/Nesterov/" style="font-size: 1.2em; color: rgb(29, 34, 57)">Nesterov</a><a href="/tags/AdaGrad/" style="font-size: 1.2em; color: rgb(52, 187, 154)">AdaGrad</a><a href="/tags/AdaDelta/" style="font-size: 1.2em; color: rgb(108, 183, 167)">AdaDelta</a><a href="/tags/RMSProp/" style="font-size: 1.2em; color: rgb(85, 23, 126)">RMSProp</a><a href="/tags/Adam/" style="font-size: 1.2em; color: rgb(193, 198, 137)">Adam</a><a href="/tags/%E6%B5%81%E6%B4%BE/" style="font-size: 1.2em; color: rgb(19, 154, 52)">流派</a><a href="/tags/%E8%81%94%E7%BB%93%E4%B8%BB%E4%B9%89/" style="font-size: 1.2em; color: rgb(127, 175, 175)">联结主义</a><a href="/tags/%E7%AC%A6%E5%8F%B7%E4%B8%BB%E4%B9%89/" style="font-size: 1.2em; color: rgb(108, 80, 180)">符号主义</a><a href="/tags/%E8%BF%9B%E5%8C%96%E4%B8%BB%E4%B9%89/" style="font-size: 1.2em; color: rgb(42, 56, 39)">进化主义</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%B4%BE/" style="font-size: 1.2em; color: rgb(126, 100, 77)">贝叶斯派</a><a href="/tags/%E8%A1%8C%E4%B8%BA%E7%B1%BB%E6%AF%94%E4%B8%BB%E4%B9%89/" style="font-size: 1.2em; color: rgb(46, 127, 42)">行为类比主义</a><a href="/tags/%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.87em; color: rgb(47, 97, 91)">神经网络</a><a href="/tags/%E8%B0%83%E4%BC%98/" style="font-size: 1.28em; color: rgb(142, 15, 44)">调优</a><a href="/tags/%E5%8D%8A%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(102, 197, 150)">半监督学习</a><a href="/tags/%E8%81%9A%E7%B1%BB/" style="font-size: 1.28em; color: rgb(74, 41, 162)">聚类</a><a href="/tags/%E9%99%8D%E7%BB%B4/" style="font-size: 1.28em; color: rgb(68, 131, 89)">降维</a><a href="/tags/PCA/" style="font-size: 1.28em; color: rgb(83, 81, 74)">PCA</a><a href="/tags/NMF/" style="font-size: 1.28em; color: rgb(71, 161, 89)">NMF</a><a href="/tags/%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0/" style="font-size: 1.32em; color: rgb(7, 109, 158)">无监督学习</a><a href="/tags/LLE/" style="font-size: 1.2em; color: rgb(29, 99, 151)">LLE</a><a href="/tags/t-SNE/" style="font-size: 1.2em; color: rgb(115, 45, 150)">t-SNE</a><a href="/tags/%E9%9B%86%E6%88%90%E5%AD%A6%E4%B9%A0/" style="font-size: 1.36em; color: rgb(139, 161, 140)">集成学习</a><a href="/tags/Ensembling-Learning/" style="font-size: 1.24em; color: rgb(43, 120, 136)">Ensembling Learning</a><a href="/tags/%E7%A9%BA%E9%97%B4%E7%BB%9F%E8%AE%A1%E5%AD%A6%E5%B7%A5%E5%85%B7/" style="font-size: 1.28em; color: rgb(38, 175, 61)">空间统计学工具</a><a href="/tags/%E6%A6%82%E7%8E%87%E5%88%86%E5%B8%83/" style="font-size: 1.2em; color: rgb(33, 72, 16)">概率分布</a><a href="/tags/%E6%98%BE%E8%91%97%E6%80%A7%E6%A3%80%E9%AA%8C/" style="font-size: 1.24em; color: rgb(182, 17, 19)">显著性检验</a><a href="/tags/%E5%9E%82%E7%9B%B4%E9%A2%86%E5%9F%9F/" style="font-size: 1.2em; color: rgb(101, 93, 47)">垂直领域</a><a href="/tags/%E6%9E%84%E5%BB%BA%E6%B5%81%E7%A8%8B/" style="font-size: 1.2em; color: rgb(198, 65, 162)">构建流程</a><a href="/tags/%E6%9E%84%E5%BB%BA%E6%96%B9%E6%B3%95/" style="font-size: 1.2em; color: rgb(14, 178, 196)">构建方法</a><a href="/tags/%E6%9E%84%E5%BB%BA%E5%B7%A5%E5%85%B7/" style="font-size: 1.2em; color: rgb(165, 157, 185)">构建工具</a><a href="/tags/%E7%9F%A5%E8%AF%86%E8%A1%A8%E7%A4%BA/" style="font-size: 1.24em; color: rgb(10, 136, 195)">知识表示</a><a href="/tags/%E6%A8%A1%E5%BC%8F/" style="font-size: 1.24em; color: rgb(187, 14, 91)">模式</a><a href="/tags/OWL/" style="font-size: 1.24em; color: rgb(6, 192, 96)">OWL</a><a href="/tags/RDF/" style="font-size: 1.24em; color: rgb(33, 54, 183)">RDF</a><a href="/tags/%E5%9B%BE%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(63, 87, 65)">图模型</a><a href="/tags/Schema/" style="font-size: 1.2em; color: rgb(46, 14, 126)">Schema</a><a href="/tags/%E5%88%86%E7%B1%BB%E5%AD%A6/" style="font-size: 1.24em; color: rgb(125, 11, 9)">分类学</a><a href="/tags/%E9%80%9A%E4%BF%97%E5%88%86%E7%B1%BB/" style="font-size: 1.24em; color: rgb(185, 2, 183)">通俗分类</a><a href="/tags/taxonomy/" style="font-size: 1.2em; color: rgb(25, 124, 4)">taxonomy</a><a href="/tags/ontology/" style="font-size: 1.2em; color: rgb(198, 187, 13)">ontology</a><a href="/tags/folksonomy/" style="font-size: 1.2em; color: rgb(20, 122, 155)">folksonomy</a><a href="/tags/%E7%9F%A5%E8%AF%86%E6%8A%BD%E5%8F%96/" style="font-size: 1.2em; color: rgb(57, 143, 53)">知识抽取</a><a href="/tags/%E5%91%BD%E5%90%8D%E5%AE%9E%E4%BD%93%E8%AF%86%E5%88%AB/" style="font-size: 1.28em; color: rgb(70, 125, 123)">命名实体识别</a><a href="/tags/%E5%85%B3%E7%B3%BB%E6%8A%BD%E5%8F%96/" style="font-size: 1.28em; color: rgb(9, 67, 105)">关系抽取</a><a href="/tags/%E4%BF%A1%E6%81%AF%E6%8A%BD%E5%8F%96/" style="font-size: 1.28em; color: rgb(155, 138, 76)">信息抽取</a><a href="/tags/NER/" style="font-size: 1.2em; color: rgb(21, 97, 143)">NER</a><a href="/tags/%E7%9F%A5%E8%AF%86%E5%AD%98%E5%82%A8/" style="font-size: 1.2em; color: rgb(111, 178, 0)">知识存储</a><a href="/tags/%E7%9F%A5%E8%AF%86%E9%87%91%E5%AD%97%E5%A1%94/" style="font-size: 1.2em; color: rgb(62, 196, 73)">知识金字塔</a><a href="/tags/%E7%BA%BF%E6%80%A7%E4%BB%A3%E6%95%B0/" style="font-size: 1.2em; color: rgb(192, 145, 154)">线性代数</a><a href="/tags/%E7%9F%A9%E9%98%B5%E8%B7%AF/" style="font-size: 1.2em; color: rgb(99, 66, 20)">矩阵路</a><a href="/tags/%E9%9B%85%E5%8F%AF%E6%AF%94%E7%9F%A9%E9%98%B5/" style="font-size: 1.2em; color: rgb(75, 35, 180)">雅可比矩阵</a><a href="/tags/%E6%B5%B7%E6%A3%AE%E7%9F%A9%E9%98%B5/" style="font-size: 1.2em; color: rgb(126, 175, 83)">海森矩阵</a><a href="/tags/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/" style="font-size: 1.43em; color: rgb(97, 71, 115)">自然语言处理</a><a href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E8%A1%A8%E7%A4%BA/" style="font-size: 1.4em; color: rgb(81, 77, 28)">分布式表示</a><a href="/tags/%E8%AF%8D%E5%B5%8C%E5%85%A5/" style="font-size: 1.4em; color: rgb(143, 9, 60)">词嵌入</a><a href="/tags/%E9%A2%84%E8%AE%AD%E7%BB%83%E6%A8%A1%E5%9E%8B/" style="font-size: 1.43em; color: rgb(87, 116, 50)">预训练模型</a><a href="/tags/Pre-train/" style="font-size: 1.43em; color: rgb(12, 200, 94)">Pre-train</a><a href="/tags/One-hot/" style="font-size: 1.2em; color: rgb(182, 126, 74)">One-hot</a><a href="/tags/word2vec/" style="font-size: 1.2em; color: rgb(63, 38, 120)">word2vec</a><a href="/tags/n-gram/" style="font-size: 1.2em; color: rgb(17, 196, 197)">n-gram</a><a href="/tags/TF-IDF/" style="font-size: 1.2em; color: rgb(108, 23, 24)">TF-IDF</a><a href="/tags/seq2seq/" style="font-size: 1.2em; color: rgb(155, 112, 179)">seq2seq</a><a href="/tags/LSTM/" style="font-size: 1.2em; color: rgb(5, 155, 122)">LSTM</a><a href="/tags/Attention/" style="font-size: 1.2em; color: rgb(176, 135, 113)">Attention</a><a href="/tags/%E6%B3%A8%E6%84%8F%E5%8A%9B%E6%9C%BA%E5%88%B6/" style="font-size: 1.2em; color: rgb(41, 53, 98)">注意力机制</a><a href="/tags/%E7%BC%96%E7%A0%81%E5%99%A8/" style="font-size: 1.32em; color: rgb(127, 57, 196)">编码器</a><a href="/tags/%E8%A7%A3%E7%A0%81%E5%99%A8/" style="font-size: 1.32em; color: rgb(75, 147, 143)">解码器</a><a href="/tags/Transformer/" style="font-size: 1.2em; color: rgb(36, 122, 104)">Transformer</a><a href="/tags/BERT/" style="font-size: 1.2em; color: rgb(168, 8, 44)">BERT</a><a href="/tags/XLNet/" style="font-size: 1.2em; color: rgb(94, 90, 26)">XLNet</a><a href="/tags/%E5%AF%BC%E6%95%B0/" style="font-size: 1.2em; color: rgb(166, 170, 193)">导数</a><a href="/tags/%E4%B8%AD%E5%BF%83%E5%B7%AE%E5%88%86/" style="font-size: 1.2em; color: rgb(119, 113, 133)">中心差分</a><a href="/tags/%E6%95%B0%E5%80%BC%E8%A7%A3/" style="font-size: 1.2em; color: rgb(145, 83, 148)">数值解</a><a href="/tags/%E8%BF%91%E4%BC%BC/" style="font-size: 1.2em; color: rgb(19, 147, 72)">近似</a><a href="/tags/%E7%A9%BA%E9%97%B4%E7%BB%9F%E8%AE%A1%E5%AD%A6/" style="font-size: 1.98em; color: rgb(121, 63, 100)">空间统计学</a><a href="/tags/%E7%A9%BA%E9%97%B4%E7%9B%B8%E5%85%B3%E6%80%A7/" style="font-size: 1.36em; color: rgb(162, 74, 19)">空间相关性</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%BC%82%E8%B4%A8%E6%80%A7/" style="font-size: 1.59em; color: rgb(161, 156, 116)">空间异质性</a><a href="/tags/%E7%A9%BA%E9%97%B4%E4%BE%9D%E8%B5%96%E6%80%A7/" style="font-size: 1.47em; color: rgb(25, 62, 122)">空间依赖性</a><a href="/tags/%E5%8F%98%E7%B3%BB%E6%95%B0%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(118, 1, 160)">变系数模型</a><a href="/tags/%E7%A9%BA%E9%97%B4%E8%A1%A8%E5%BE%81%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(182, 85, 164)">空间表征学习</a><a href="/tags/%E7%A0%94%E7%A9%B6%E6%96%B9%E5%90%91/" style="font-size: 1.24em; color: rgb(46, 106, 133)">研究方向</a><a href="/tags/%E7%A9%BA%E9%97%B4%E6%98%BE%E5%BC%8F%E6%A8%A1%E5%9E%8B/" style="font-size: 1.28em; color: rgb(51, 2, 126)">空间显式模型</a><a href="/tags/%E6%95%B0%E6%8D%AE%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(180, 103, 32)">数据模型</a><a href="/tags/%E6%A0%B7%E6%9D%A1%E5%9B%9E%E5%BD%92/" style="font-size: 1.28em; color: rgb(97, 111, 83)">样条回归</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%8F%98%E7%B3%BB%E6%95%B0%E6%A8%A1%E5%9E%8B/" style="font-size: 1.47em; color: rgb(134, 78, 12)">空间变系数模型</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BB%9F%E8%AE%A1%E6%8E%A8%E6%96%AD/" style="font-size: 1.28em; color: rgb(169, 24, 161)">贝叶斯统计推断</a><a href="/tags/MCMC/" style="font-size: 1.55em; color: rgb(80, 162, 102)">MCMC</a><a href="/tags/%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD/" style="font-size: 1.83em; color: rgb(188, 76, 77)">变分推断</a><a href="/tags/%E6%A6%82%E7%8E%87%E5%9B%BE%E6%A8%A1%E5%9E%8B/" style="font-size: 2.02em; color: rgb(88, 96, 125)">概率图模型</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%BD%91%E7%BB%9C/" style="font-size: 1.32em; color: rgb(130, 94, 155)">贝叶斯网络</a><a href="/tags/%E6%9C%89%E5%90%91%E5%9B%BE/" style="font-size: 1.2em; color: rgb(176, 156, 142)">有向图</a><a href="/tags/%E6%97%A0%E5%90%91%E5%9B%BE/" style="font-size: 1.2em; color: rgb(88, 56, 59)">无向图</a><a href="/tags/%E9%A9%AC%E5%B0%94%E7%A7%91%E5%A4%AB%E9%9A%8F%E6%9C%BA%E5%9C%BA/" style="font-size: 1.2em; color: rgb(59, 106, 96)">马尔科夫随机场</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.47em; color: rgb(130, 74, 73)">贝叶斯神经网络</a><a href="/tags/%E7%94%9F%E6%88%90%E6%A8%A1%E5%9E%8B/" style="font-size: 1.9em; color: rgb(100, 190, 12)">生成模型</a><a href="/tags/%E5%8F%98%E5%88%86%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8/" style="font-size: 1.43em; color: rgb(156, 85, 36)">变分自编码器</a><a href="/tags/%E6%B7%B1%E5%BA%A6%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.43em; color: rgb(75, 181, 105)">深度神经网络</a><a href="/tags/%E4%B8%8D%E7%A1%AE%E5%AE%9A%E6%80%A7/" style="font-size: 1.2em; color: rgb(193, 21, 20)">不确定性</a><a href="/tags/BayesNN/" style="font-size: 1.59em; color: rgb(21, 158, 155)">BayesNN</a><a href="/tags/%E6%B8%A9%E5%BA%A6%E6%89%A9%E5%B1%95%E6%B3%95/" style="font-size: 1.32em; color: rgb(69, 14, 191)">温度扩展法</a><a href="/tags/%E8%B0%83%E6%B8%A9%E6%B3%95/" style="font-size: 1.32em; color: rgb(16, 5, 72)">调温法</a><a href="/tags/%E6%A6%82%E7%8E%87%E7%BC%96%E7%A8%8B/" style="font-size: 1.28em; color: rgb(163, 160, 50)">概率编程</a><a href="/tags/Pyro/" style="font-size: 1.24em; color: rgb(147, 28, 9)">Pyro</a><a href="/tags/LBFGS/" style="font-size: 1.24em; color: rgb(60, 126, 105)">LBFGS</a><a href="/tags/Stan/" style="font-size: 1.2em; color: rgb(80, 52, 19)">Stan</a><a href="/tags/%E6%B7%B1%E5%BA%A6%E9%9B%86%E6%88%90/" style="font-size: 1.36em; color: rgb(187, 40, 107)">深度集成</a><a href="/tags/%E8%BE%B9%E7%BC%98%E5%8C%96/" style="font-size: 1.2em; color: rgb(114, 153, 171)">边缘化</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%A8%A1%E5%9E%8B%E5%B9%B3%E5%9D%87/" style="font-size: 1.2em; color: rgb(159, 14, 20)">贝叶斯模型平均</a><a href="/tags/%E4%B8%8D%E7%A1%AE%E5%AE%9A%E6%80%A7%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.51em; color: rgb(43, 110, 193)">不确定性神经网络</a><a href="/tags/%E5%8D%95%E4%B8%80%E7%A1%AE%E5%AE%9A%E6%80%A7%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.36em; color: rgb(125, 1, 2)">单一确定性神经网络</a><a href="/tags/%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA/" style="font-size: 1.24em; color: rgb(163, 127, 133)">数据增强</a><a href="/tags/%E4%B8%8D%E7%A1%AE%E5%AE%9A%E6%80%A7%E6%A0%A1%E5%87%86/" style="font-size: 1.36em; color: rgb(29, 125, 101)">不确定性校准</a><a href="/tags/%E4%B8%8D%E7%A1%AE%E5%AE%9A%E6%80%A7%E8%AF%84%E6%B5%8B/" style="font-size: 1.2em; color: rgb(149, 50, 61)">不确定性评测</a><a href="/tags/%E6%A6%82%E8%A7%88/" style="font-size: 1.75em; color: rgb(192, 200, 125)">概览</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/" style="font-size: 1.28em; color: rgb(121, 117, 190)">贝叶斯深度学习</a><a href="/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/" style="font-size: 1.59em; color: rgb(127, 138, 124)">深度学习</a><a href="/tags/MC-Dropout/" style="font-size: 1.24em; color: rgb(70, 130, 184)">MC Dropout</a><a href="/tags/%E5%A4%9A%E4%BB%BB%E5%8A%A1%E5%AD%A6%E4%B9%A0/" style="font-size: 1.24em; color: rgb(146, 167, 74)">多任务学习</a><a href="/tags/%E6%8E%A8%E8%8D%90%E7%B3%BB%E7%BB%9F/" style="font-size: 1.2em; color: rgb(11, 194, 119)">推荐系统</a><a href="/tags/%E4%B8%BB%E9%A2%98%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(95, 155, 130)">主题模型</a><a href="/tags/%E8%87%AA%E5%8A%A8%E6%8E%A7%E5%88%B6/" style="font-size: 1.2em; color: rgb(119, 134, 61)">自动控制</a><a href="/tags/%E4%B8%BB%E5%8A%A8%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(100, 107, 169)">主动学习</a><a href="/tags/%E4%B8%8D%E7%A1%AE%E5%AE%9A%E6%80%A7%E4%BC%B0%E8%AE%A1/" style="font-size: 1.2em; color: rgb(120, 175, 35)">不确定性估计</a><a href="/tags/%E6%B5%85%E5%B1%82%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.2em; color: rgb(151, 18, 182)">浅层贝叶斯神经网络</a><a href="/tags/%E6%B7%B1%E5%B1%82%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.2em; color: rgb(104, 83, 4)">深层贝叶斯神经网络</a><a href="/tags/%E5%85%B1%E5%BD%A2%E9%A2%84%E6%B5%8B/" style="font-size: 1.2em; color: rgb(74, 97, 112)">共形预测</a><a href="/tags/%E5%9F%BA%E7%A1%80%E7%90%86%E8%AE%BA%E7%9F%A5%E8%AF%86/" style="font-size: 1.2em; color: rgb(25, 181, 33)">基础理论知识</a><a href="/tags/%E6%A6%82%E7%8E%87%E4%B8%8E%E7%BB%9F%E8%AE%A1/" style="font-size: 1.2em; color: rgb(196, 178, 30)">概率与统计</a><a href="/tags/%E4%BC%BC%E7%84%B6/" style="font-size: 1.2em; color: rgb(163, 189, 91)">似然</a><a href="/tags/%E6%A6%82%E7%8E%87/" style="font-size: 1.2em; color: rgb(68, 161, 191)">概率</a><a href="/tags/%E5%8C%BA%E5%88%AB/" style="font-size: 1.2em; color: rgb(194, 121, 91)">区别</a><a href="/tags/%E4%B8%80%E9%98%B6%E5%BC%82%E8%B4%A8%E6%80%A7/" style="font-size: 1.2em; color: rgb(81, 38, 154)">一阶异质性</a><a href="/tags/%E4%BA%8C%E9%98%B6%E5%BC%82%E8%B4%A8%E6%80%A7/" style="font-size: 1.2em; color: rgb(152, 18, 128)">二阶异质性</a><a href="/tags/%E5%88%86%E5%B1%82%E5%BC%82%E8%B4%A8%E6%80%A7/" style="font-size: 1.2em; color: rgb(70, 180, 18)">分层异质性</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%BB%BA%E6%A8%A1/" style="font-size: 1.28em; color: rgb(143, 181, 148)">贝叶斯建模</a><a href="/tags/%E6%A6%82%E8%BF%B0/" style="font-size: 1.67em; color: rgb(57, 8, 93)">概述</a><a href="/tags/%E7%82%B9%E5%8F%82%E8%80%83%E6%95%B0%E6%8D%AE/" style="font-size: 1.98em; color: rgb(12, 124, 102)">点参考数据</a><a href="/tags/%E6%97%B6%E7%A9%BA%E7%BB%9F%E8%AE%A1%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(141, 73, 16)">时空统计模型</a><a href="/tags/%E7%A9%BA%E9%97%B4%E8%A1%A8%E9%9D%A2/" style="font-size: 1.51em; color: rgb(199, 32, 143)">空间表面</a><a href="/tags/%E7%A9%BA%E9%97%B4%E7%BB%9F%E8%AE%A1/" style="font-size: 1.4em; color: rgb(84, 169, 72)">空间统计</a><a href="/tags/%E5%9C%B0%E7%90%83%E7%B3%BB%E7%BB%9F%E7%A7%91%E5%AD%A6/" style="font-size: 1.2em; color: rgb(57, 140, 166)">地球系统科学</a><a href="/tags/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%A8%A1%E5%9E%8B/" style="font-size: 2.06em; color: rgb(174, 10, 164)">机器学习模型</a><a href="/tags/%E6%B7%B7%E5%90%88%E6%A8%A1%E5%9E%8B/" style="font-size: 1.28em; color: rgb(27, 200, 29)">混合模型</a><a href="/tags/%E7%BB%9F%E8%AE%A1%E5%BB%BA%E6%A8%A1/" style="font-size: 1.2em; color: rgb(94, 151, 88)">统计建模</a><a href="/tags/%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(129, 71, 158)">统计学习</a><a href="/tags/%E4%BC%BC%E7%84%B6%E5%87%BD%E6%95%B0/" style="font-size: 1.28em; color: rgb(176, 50, 81)">似然函数</a><a href="/tags/%E5%9F%BA%E4%BA%8E%E4%BC%BC%E7%84%B6%E7%9A%84%E6%8E%A8%E6%96%AD/" style="font-size: 1.28em; color: rgb(145, 52, 22)">基于似然的推断</a><a href="/tags/%E7%BB%8F%E9%AA%8C%E8%B4%9D%E5%8F%B6%E6%96%AF/" style="font-size: 1.2em; color: rgb(91, 59, 151)">经验贝叶斯</a><a href="/tags/%E6%9C%80%E5%A4%A7%E4%BC%BC%E7%84%B6/" style="font-size: 1.28em; color: rgb(72, 175, 40)">最大似然</a><a href="/tags/%E6%9C%80%E5%A4%A7%E5%90%8E%E9%AA%8C/" style="font-size: 1.2em; color: rgb(7, 55, 15)">最大后验</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%8E%A8%E6%96%AD/" style="font-size: 1.43em; color: rgb(191, 166, 145)">贝叶斯推断</a><a href="/tags/%E5%8F%97%E9%99%90%E6%9C%80%E5%A4%A7%E4%BC%BC%E7%84%B6/" style="font-size: 1.24em; color: rgb(111, 106, 141)">受限最大似然</a><a href="/tags/%E7%AE%80%E4%BB%8B/" style="font-size: 1.2em; color: rgb(137, 93, 80)">简介</a><a href="/tags/%E8%A1%A8%E7%A4%BA/" style="font-size: 1.24em; color: rgb(37, 147, 173)">表示</a><a href="/tags/%E6%9C%80%E5%A4%A7%E4%BC%BC%E7%84%B6%E4%BC%B0%E8%AE%A1/" style="font-size: 1.2em; color: rgb(170, 81, 71)">最大似然估计</a><a href="/tags/%E5%85%85%E5%88%86%E7%BB%9F%E8%AE%A1%E9%87%8F/" style="font-size: 1.2em; color: rgb(67, 26, 105)">充分统计量</a><a href="/tags/%E5%B9%BF%E4%B9%89%E7%BA%BF%E6%80%A7%E6%A8%A1%E5%9E%8B/" style="font-size: 1.43em; color: rgb(98, 47, 157)">广义线性模型</a><a href="/tags/%E5%AE%8C%E5%85%A8%E5%8F%AF%E8%A7%82%E6%B5%8B/" style="font-size: 1.24em; color: rgb(170, 147, 145)">完全可观测</a><a href="/tags/%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E9%9A%8F%E6%9C%BA%E5%9C%BA/" style="font-size: 1.32em; color: rgb(159, 98, 42)">马尔可夫随机场</a><a href="/tags/%E9%83%A8%E5%88%86%E5%8F%AF%E8%A7%82%E6%B5%8B/" style="font-size: 1.24em; color: rgb(21, 131, 166)">部分可观测</a><a href="/tags/EM-%E7%AE%97%E6%B3%95/" style="font-size: 1.32em; color: rgb(172, 122, 88)">EM 算法</a><a href="/tags/%E7%B2%BE%E7%A1%AE%E6%8E%A8%E6%96%AD/" style="font-size: 1.2em; color: rgb(72, 70, 113)">精确推断</a><a href="/tags/%E5%8F%98%E9%87%8F%E6%B6%88%E9%99%A4%E6%B3%95/" style="font-size: 1.2em; color: rgb(164, 188, 35)">变量消除法</a><a href="/tags/%E6%B6%88%E6%81%AF%E4%BC%A0%E9%80%92%E6%B3%95/" style="font-size: 1.2em; color: rgb(95, 10, 94)">消息传递法</a><a href="/tags/%E8%BF%91%E4%BC%BC%E6%8E%A8%E6%96%AD/" style="font-size: 1.4em; color: rgb(111, 23, 177)">近似推断</a><a href="/tags/%E4%BF%A1%E5%BF%B5%E4%BC%A0%E6%92%AD/" style="font-size: 1.2em; color: rgb(91, 93, 61)">信念传播</a><a href="/tags/%E6%8C%87%E6%95%B0%E6%97%8F%E5%88%86%E5%B8%83/" style="font-size: 1.2em; color: rgb(180, 62, 123)">指数族分布</a><a href="/tags/%E5%B9%B3%E5%9D%87%E5%9C%BA%E8%BF%91%E4%BC%BC/" style="font-size: 1.24em; color: rgb(178, 123, 134)">平均场近似</a><a href="/tags/HMC/" style="font-size: 1.2em; color: rgb(22, 172, 178)">HMC</a><a href="/tags/%E9%9D%9E%E5%8F%82%E6%95%B0%E6%A8%A1%E5%9E%8B/" style="font-size: 1.87em; color: rgb(19, 36, 143)">非参数模型</a><a href="/tags/%E7%8B%84%E5%88%A9%E5%85%8B%E9%9B%B7%E8%BF%87%E7%A8%8B/" style="font-size: 1.2em; color: rgb(59, 120, 43)">狄利克雷过程</a><a href="/tags/%E9%AB%98%E6%96%AF%E8%BF%87%E7%A8%8B/" style="font-size: 1.71em; color: rgb(34, 163, 71)">高斯过程</a><a href="/tags/%E6%A0%B8%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(50, 45, 191)">核学习</a><a href="/tags/Max-Margin/" style="font-size: 1.2em; color: rgb(164, 170, 92)">Max Margin</a><a href="/tags/%E6%AD%A3%E5%88%99%E5%8C%96/" style="font-size: 1.2em; color: rgb(129, 126, 17)">正则化</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%9B%BE%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(196, 180, 26)">贝叶斯图模型</a><a href="/tags/%E8%B0%B1%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(146, 61, 121)">谱学习</a><a href="/tags/%E5%9B%A0%E5%AD%90%E5%88%86%E6%9E%90/" style="font-size: 1.2em; color: rgb(86, 169, 138)">因子分析</a><a href="/tags/%E7%8A%B6%E6%80%81%E7%A9%BA%E9%97%B4%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(79, 123, 133)">状态空间模型</a><a href="/tags/%E9%9A%90%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(155, 56, 128)">隐马尔可夫模型</a><a href="/tags/HMM/" style="font-size: 1.2em; color: rgb(67, 139, 82)">HMM</a><a href="/tags/%E6%9D%A1%E4%BB%B6%E9%9A%8F%E6%9C%BA%E5%9C%BA/" style="font-size: 1.2em; color: rgb(129, 18, 199)">条件随机场</a><a href="/tags/CRF/" style="font-size: 1.2em; color: rgb(47, 151, 191)">CRF</a><a href="/tags/%E9%AB%98%E6%96%AF%E5%9B%BE%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(11, 55, 116)">高斯图模型</a><a href="/tags/%E4%BC%8A%E8%BE%9B%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(131, 40, 158)">伊辛模型</a><a href="/tags/%E7%94%9F%E6%88%90%E5%BC%8F%E5%AF%B9%E6%8A%97%E7%BD%91%E7%BB%9C/" style="font-size: 1.28em; color: rgb(91, 151, 153)">生成式对抗网络</a><a href="/tags/%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.2em; color: rgb(5, 84, 138)">卷积神经网络</a><a href="/tags/%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.2em; color: rgb(113, 74, 75)">循环神经网络</a><a href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E7%AE%97%E6%B3%95/" style="font-size: 1.2em; color: rgb(168, 105, 49)">分布式算法</a><a href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E7%B3%BB%E7%BB%9F/" style="font-size: 1.2em; color: rgb(56, 63, 154)">分布式系统</a><a href="/tags/%E5%86%B3%E7%AD%96%E4%BB%BB%E5%8A%A1/" style="font-size: 1.4em; color: rgb(90, 55, 84)">决策任务</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%86%B3%E7%AD%96/" style="font-size: 1.4em; color: rgb(51, 165, 83)">贝叶斯决策</a><a href="/tags/%E8%87%AA%E7%94%B1%E4%BC%BC%E7%84%B6%E8%AE%A1%E7%AE%97/" style="font-size: 1.2em; color: rgb(45, 96, 155)">自由似然计算</a><a href="/tags/%E8%BF%91%E4%BC%BC%E8%B4%9D%E5%8F%B6%E6%96%AF%E8%AE%A1%E7%AE%97/" style="font-size: 1.2em; color: rgb(48, 193, 167)">近似贝叶斯计算</a><a href="/tags/%E9%9D%A2%E5%85%83%E6%95%B0%E6%8D%AE/" style="font-size: 1.24em; color: rgb(5, 160, 165)">面元数据</a><a href="/tags/%E7%82%B9%E6%A8%A1%E5%BC%8F%E6%95%B0%E6%8D%AE/" style="font-size: 1.2em; color: rgb(108, 179, 11)">点模式数据</a><a href="/tags/%E5%9C%B0%E7%90%86%E5%8A%A0%E6%9D%83%E5%9B%9E%E5%BD%92/" style="font-size: 1.24em; color: rgb(141, 6, 27)">地理加权回归</a><a href="/tags/%E9%9D%9E%E7%BA%BF%E6%80%A7%E5%85%B3%E7%B3%BB/" style="font-size: 1.24em; color: rgb(184, 188, 98)">非线性关系</a><a href="/tags/%E7%A9%BA%E9%97%B4%E9%A2%84%E6%B5%8B/" style="font-size: 1.24em; color: rgb(131, 27, 142)">空间预测</a><a href="/tags/%E4%BA%BA%E5%B7%A5%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/" style="font-size: 1.2em; color: rgb(165, 9, 141)">人工神经网络</a><a href="/tags/%E7%9B%B4%E6%8E%A5%E9%87%87%E6%A0%B7/" style="font-size: 1.2em; color: rgb(192, 180, 120)">直接采样</a><a href="/tags/%E6%8B%92%E7%BB%9D%E9%87%87%E6%A0%B7/" style="font-size: 1.2em; color: rgb(180, 83, 78)">拒绝采样</a><a href="/tags/%E9%87%8D%E8%A6%81%E6%80%A7%E9%87%87%E6%A0%B7/" style="font-size: 1.2em; color: rgb(143, 162, 5)">重要性采样</a><a href="/tags/%E9%A9%AC%E5%B0%94%E7%A7%91%E5%A4%AB%E9%93%BE%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%96%B9%E6%B3%95/" style="font-size: 1.2em; color: rgb(192, 153, 153)">马尔科夫链蒙特卡洛方法</a><a href="/tags/HMC-%E9%87%87%E6%A0%B7/" style="font-size: 1.2em; color: rgb(9, 142, 64)">HMC 采样</a><a href="/tags/%E9%9A%8F%E6%9C%BA%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD/" style="font-size: 1.2em; color: rgb(56, 65, 86)">随机变分推断</a><a href="/tags/%E8%87%AA%E5%8A%A8%E5%BE%AE%E5%88%86%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD/" style="font-size: 1.2em; color: rgb(167, 98, 125)">自动微分变分推断</a><a href="/tags/ADVI/" style="font-size: 1.2em; color: rgb(29, 164, 176)">ADVI</a><a href="/tags/%E9%87%8D%E8%A6%81%E6%80%A7%E5%8A%A0%E6%9D%83/" style="font-size: 1.24em; color: rgb(58, 152, 172)">重要性加权</a><a href="/tags/%E9%9A%90%E5%8F%98%E9%87%8F%E6%A8%A1%E5%9E%8B/" style="font-size: 1.47em; color: rgb(95, 73, 164)">隐变量模型</a><a href="/tags/%E8%BF%9E%E7%BB%AD%E5%9E%8B%E9%9A%90%E5%8F%98%E9%87%8F/" style="font-size: 1.24em; color: rgb(134, 10, 186)">连续型隐变量</a><a href="/tags/%E9%AB%98%E6%96%AF%E6%B7%B7%E5%90%88%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(110, 82, 81)">高斯混合模型</a><a href="/tags/%E5%88%86%E5%B1%82%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(8, 175, 5)">分层模型</a><a href="/tags/%E5%8F%82%E6%95%B0%E6%A8%A1%E5%9E%8B/" style="font-size: 1.47em; color: rgb(55, 56, 3)">参数模型</a><a href="/tags/%E6%B7%B1%E5%BA%A6%E9%AB%98%E6%96%AF%E8%BF%87%E7%A8%8B/" style="font-size: 1.28em; color: rgb(84, 63, 94)">深度高斯过程</a><a href="/tags/%E7%A8%80%E7%96%8F%E9%AB%98%E6%96%AF%E8%BF%87%E7%A8%8B/" style="font-size: 1.2em; color: rgb(167, 186, 48)">稀疏高斯过程</a><a href="/tags/%E9%A2%84%E6%B5%8B%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(92, 141, 85)">预测模型</a><a href="/tags/%E8%B7%A8%E5%9F%9F%E9%AB%98%E6%96%AF%E8%BF%87%E7%A8%8B/" style="font-size: 1.2em; color: rgb(139, 123, 188)">跨域高斯过程</a><a href="/tags/%E5%9C%B0%E7%BB%9F%E8%AE%A1%E6%95%B0%E6%8D%AE/" style="font-size: 1.28em; color: rgb(55, 67, 175)">地统计数据</a><a href="/tags/%E5%8F%AF%E6%89%A9%E5%B1%95%E6%80%A7/" style="font-size: 1.24em; color: rgb(127, 125, 91)">可扩展性</a><a href="/tags/%E9%9D%9E%E7%8B%AC%E7%AB%8B%E5%90%8C%E5%88%86%E5%B8%83/" style="font-size: 1.2em; color: rgb(11, 101, 92)">非独立同分布</a><a href="/tags/%E9%A2%84%E6%B5%8B%E4%BB%BB%E5%8A%A1/" style="font-size: 1.24em; color: rgb(90, 19, 153)">预测任务</a><a href="/tags/%E5%B0%8F%E6%A0%B7%E6%9C%AC%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(115, 30, 68)">小样本学习</a><a href="/tags/%E6%A8%A1%E5%9E%8B%E9%80%89%E6%8B%A9/" style="font-size: 1.2em; color: rgb(191, 100, 178)">模型选择</a><a href="/tags/%E6%A8%A1%E5%9E%8B%E5%B9%B3%E5%9D%87/" style="font-size: 1.2em; color: rgb(63, 55, 156)">模型平均</a><a href="/tags/%E5%90%8E%E9%AA%8C%E9%A2%84%E6%B5%8B%E6%A3%80%E6%9F%A5/" style="font-size: 1.2em; color: rgb(69, 169, 121)">后验预测检查</a><a href="/tags/%E5%A5%A5%E5%8D%A1%E5%A7%86%E5%89%83%E5%88%80%E5%8E%9F%E5%88%99/" style="font-size: 1.2em; color: rgb(58, 163, 86)">奥卡姆剃刀原则</a><a href="/tags/%E4%BA%A4%E5%8F%89%E9%AA%8C%E8%AF%81%E6%B3%95/" style="font-size: 1.2em; color: rgb(166, 1, 180)">交叉验证法</a><a href="/tags/%E4%BF%A1%E6%81%AF%E5%87%86%E5%88%99%E6%B3%95/" style="font-size: 1.2em; color: rgb(83, 2, 111)">信息准则法</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%9B%A0%E5%AD%90%E6%B3%95/" style="font-size: 1.2em; color: rgb(96, 139, 112)">贝叶斯因子法</a><a href="/tags/%E7%94%9F%E6%88%90%E4%BB%BB%E5%8A%A1/" style="font-size: 1.9em; color: rgb(183, 101, 194)">生成任务</a><a href="/tags/%E6%A6%82%E7%8E%87-PCA/" style="font-size: 1.24em; color: rgb(126, 171, 150)">概率 PCA</a><a href="/tags/%E9%9A%90%E7%8B%84%E5%88%A9%E5%85%8B%E9%9B%B7%E5%88%86%E9%85%8D%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(80, 147, 48)">隐狄利克雷分配模型</a><a href="/tags/%E5%88%9D%E8%AF%86/" style="font-size: 1.32em; color: rgb(58, 84, 134)">初识</a><a href="/tags/%E8%87%AA%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(95, 99, 51)">自回归模型</a><a href="/tags/%E7%94%9F%E6%88%90%E5%BC%8F%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(65, 22, 105)">生成式模型</a><a href="/tags/%E5%8F%91%E5%B1%95%E8%B6%8B%E5%8A%BF/" style="font-size: 1.2em; color: rgb(45, 33, 76)">发展趋势</a><a href="/tags/%E5%9F%BA%E7%A1%80/" style="font-size: 1.2em; color: rgb(178, 36, 11)">基础</a><a href="/tags/%E5%BD%92%E4%B8%80%E5%8C%96%E6%B5%81/" style="font-size: 1.28em; color: rgb(114, 140, 144)">归一化流</a><a href="/tags/%E5%B8%B8%E5%BE%AE%E5%88%86%E6%96%B9%E7%A8%8B/" style="font-size: 1.2em; color: rgb(159, 183, 174)">常微分方程</a><a href="/tags/%E8%83%BD%E9%87%8F%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(83, 145, 159)">能量模型</a><a href="/tags/%E6%89%A9%E6%95%A3%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(123, 116, 174)">扩散模型</a><a href="/tags/%E7%8E%BB%E5%B0%94%E5%85%B9%E6%9B%BC%E6%9C%BA/" style="font-size: 1.2em; color: rgb(159, 129, 135)">玻尔兹曼机</a><a href="/tags/%E6%B7%B1%E5%BA%A6%E7%BD%AE%E4%BF%A1%E7%BD%91%E7%BB%9C/" style="font-size: 1.2em; color: rgb(152, 171, 75)">深度置信网络</a><a href="/tags/%E9%A2%84%E8%AE%AD%E7%BB%83/" style="font-size: 1.2em; color: rgb(133, 119, 135)">预训练</a><a href="/tags/%E5%8F%91%E7%8E%B0%E6%A8%A1%E5%9E%8B/" style="font-size: 1.55em; color: rgb(37, 151, 33)">发现模型</a><a href="/tags/%E5%8F%91%E7%8E%B0%E4%BB%BB%E5%8A%A1/" style="font-size: 1.79em; color: rgb(106, 143, 64)">发现任务</a><a href="/tags/%E7%A6%BB%E6%95%A3%E5%9E%8B%E9%9A%90%E5%8F%98%E9%87%8F/" style="font-size: 1.24em; color: rgb(111, 67, 32)">离散型隐变量</a><a href="/tags/%E9%9A%90%E7%B1%BB%E5%88%AB%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(67, 159, 42)">隐类别模型</a><a href="/tags/Mixed-Model/" style="font-size: 1.2em; color: rgb(100, 46, 184)">Mixed Model</a><a href="/tags/%E9%9D%9E%E5%8F%82%E6%95%B0%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%B7%B7%E5%90%88%E6%A8%A1%E5%9E%8B/" style="font-size: 1.28em; color: rgb(22, 22, 142)">非参数贝叶斯混合模型</a><a href="/tags/%E7%8B%84%E5%88%A9%E5%85%8B%E9%9B%B7%E8%BF%87%E7%A8%8B%E6%B7%B7%E5%90%88/" style="font-size: 1.24em; color: rgb(185, 114, 199)">狄利克雷过程混合</a><a href="/tags/%E9%AB%98%E6%96%AF%E8%BF%87%E7%A8%8B%E6%B7%B7%E5%90%88%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(95, 187, 111)">高斯过程混合模型</a><a href="/tags/%E8%A1%A8%E7%A4%BA%E5%AD%A6%E4%B9%A0/" style="font-size: 1.28em; color: rgb(102, 58, 32)">表示学习</a><a href="/tags/%E5%A4%9A%E8%A7%86%E5%9B%BE%E8%A1%A8%E7%A4%BA%E5%AD%A6%E4%B9%A0/" style="font-size: 1.2em; color: rgb(111, 111, 48)">多视图表示学习</a><a href="/tags/%E5%8F%AF%E8%A7%A3%E9%87%8A%E6%80%A7/" style="font-size: 1.2em; color: rgb(182, 160, 25)">可解释性</a><a href="/tags/%E7%A9%BA%E9%97%B4%E9%9A%8F%E6%9C%BA%E6%A8%A1%E6%8B%9F/" style="font-size: 1.2em; color: rgb(165, 25, 145)">空间随机模拟</a><a href="/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%96%B9%E6%B3%95/" style="font-size: 1.2em; color: rgb(76, 43, 155)">贝叶斯方法</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B%E7%BB%BC%E8%BF%B0/" style="font-size: 1.2em; color: rgb(54, 157, 40)">空间回归模型综述</a><a href="/tags/%E5%B1%80%E9%83%A8%E7%A9%BA%E9%97%B4%E5%9B%9E%E5%BD%92/" style="font-size: 1.28em; color: rgb(79, 79, 189)">局部空间回归</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B/" style="font-size: 1.24em; color: rgb(39, 178, 2)">空间回归模型</a><a href="/tags/%E5%85%A8%E5%B1%80%E7%A9%BA%E9%97%B4%E5%9B%9E%E5%BD%92/" style="font-size: 1.24em; color: rgb(174, 45, 52)">全局空间回归</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%8F%98%E5%8F%82%E6%95%B0%E6%A8%A1%E5%9E%8B/" style="font-size: 1.2em; color: rgb(143, 196, 99)">空间变参数模型</a><a href="/tags/%E7%A9%BA%E9%97%B4%E5%8F%98%E7%B3%BB%E6%95%B0%E8%BF%87%E7%A8%8B/" style="font-size: 1.2em; color: rgb(172, 133, 59)">空间变系数过程</a><a href="/tags/%E7%A9%BA%E9%97%B4%E6%BB%A4%E6%B3%A2%E6%96%B9%E6%B3%95/" style="font-size: 1.28em; color: rgb(4, 95, 138)">空间滤波方法</a><a href="/tags/%E7%89%B9%E5%BE%81%E5%90%91%E9%87%8F/" style="font-size: 1.2em; color: rgb(87, 166, 125)">特征向量</a><a href="/tags/%E7%A9%BA%E9%97%B4%E6%BB%A4%E6%B3%A2/" style="font-size: 1.2em; color: rgb(62, 134, 189)">空间滤波</a><a href="/tags/%E9%AB%98%E6%96%AF%E5%9C%BA/" style="font-size: 1.47em; color: rgb(51, 87, 179)">高斯场</a><a href="/tags/%E9%AB%98%E6%96%AF%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E9%9A%8F%E6%9C%BA%E5%9C%BA/" style="font-size: 1.28em; color: rgb(41, 148, 147)">高斯马尔可夫随机场</a><a href="/tags/%E9%9A%8F%E6%9C%BA%E5%81%8F%E5%BE%AE%E5%88%86%E6%96%B9%E7%A8%8B/" style="font-size: 1.24em; color: rgb(135, 200, 120)">随机偏微分方程</a><a href="/tags/%E5%9B%BA%E5%AE%9A%E7%A7%A9%E5%85%8B%E9%87%8C%E9%87%91/" style="font-size: 1.2em; color: rgb(98, 3, 1)">固定秩克里金</a><a href="/tags/%E4%BD%8D%E7%BD%AE%E5%B5%8C%E5%85%A5/" style="font-size: 1.2em; color: rgb(149, 167, 16)">位置嵌入</a><a href="/tags/%E6%9C%80%E6%96%B0%E8%BF%9B%E5%B1%95/" style="font-size: 1.2em; color: rgb(134, 145, 67)">最新进展</a><a href="/tags/%E9%A3%8E%E6%A0%BC%E8%BF%81%E7%A7%BB/" style="font-size: 1.2em; color: rgb(18, 133, 76)">风格迁移</a><a href="/tags/%E7%94%9F%E6%88%90%E6%A0%B7%E6%9C%AC/" style="font-size: 1.2em; color: rgb(186, 181, 119)">生成样本</a><a href="/tags/Gibbs-%E9%87%87%E6%A0%B7/" style="font-size: 1.2em; color: rgb(120, 129, 97)">Gibbs 采样</a><a href="/tags/%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%8E%A8%E6%96%AD/" style="font-size: 1.2em; color: rgb(41, 157, 164)">蒙特卡洛推断</a><a href="/tags/%E9%87%87%E6%A0%B7/" 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href="/tags/%E5%BA%8F%E8%B4%AF%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B/" style="font-size: 1.2em; color: rgb(151, 103, 82)">序贯蒙特卡洛</a><a href="/tags/%E7%B2%92%E5%AD%90%E6%BB%A4%E6%B3%A2/" style="font-size: 1.2em; color: rgb(42, 178, 24)">粒子滤波</a><a href="/tags/%E7%BA%BF%E6%80%A7%E5%88%A4%E5%88%AB%E5%88%86%E6%9E%90/" style="font-size: 1.2em; color: rgb(140, 130, 16)">线性判别分析</a><a href="/tags/%E5%88%86%E7%B1%BB%E4%BB%BB%E5%8A%A1/" style="font-size: 1.28em; color: rgb(190, 72, 62)">分类任务</a><a href="/tags/%E9%80%BB%E8%BE%91%E6%96%AF%E8%B0%9B%E5%9B%9E%E5%BD%92/" style="font-size: 1.2em; color: rgb(14, 7, 107)">逻辑斯谛回归</a><a href="/tags/%E6%9C%B4%E7%B4%A0%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%88%86%E7%B1%BB%E5%99%A8/" style="font-size: 1.2em; color: rgb(25, 44, 157)">朴素贝叶斯分类器</a><a href="/tags/%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B/" style="font-size: 1.36em; color: rgb(149, 15, 80)">线性回归模型</a><a href="/tags/%E5%A5%97%E7%B4%A2%E5%9B%9E%E5%BD%92/" style="font-size: 1.2em; color: rgb(149, 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